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Bagging

Published in Wiley StatsRef: Statistics Reference Online • Sep 29, 2014
Authors:
Adele Cutler
,
Chris Corcoran
,
Leslie Toone

Abstract

Abstract Bagging stands for ‘ b ootstrap ag gregating’ and means that we apply a regression or classification procedure to bootstrap samples from the original data and aggregate the results. A ‘bagged’ procedure is often much more accurate than the original, although it is slower and more difficult ...

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